Applied Systems Lab

Operational Utility Systems and Research Assets

Applied utilities and prototype systems are grouped by the operational work they support. Each item is reviewed for governance fit, human oversight, and practical usefulness before it is connected to a product, resource, or research system.

Applied Systems

Utility systems are grouped by the work they support.

Procurement utilities, governance review support, workflow systems, engagement tools, and experimental systems are presented with clear boundaries and human review.

Contract review workflow visual Applied procurement utility

Contract / SOW Risk Analyzer GPT

Bounded contract and SOW review utility; avoid autonomous legal determination framing.

Where it fits: Procurement review

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Funding readiness utility visual Applied funding-readiness utility

Grant Analyzer Fit Scorer GPT

Fit and readiness support for grant or funding workflows.

Where it fits: Funding readiness

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RFP Copilot procurement operations logo Procurement intelligence utility

RFP Analyzer

RFP utility connected to RFP Copilot as procurement operations infrastructure.

Where it fits: Procurement intelligence

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Governance utility workflow visual Governance and security utility

Vendor Security Questionnaire GPT

Human-reviewed vendor security questionnaire support asset.

Where it fits: Governance review

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Operational AI agents workflow visual Operational automation tool page

AI Agents

Operational agents content with escalation and human-review framing.

Where it fits: Workflow systems

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Service engagement workflow visual Service engagement system

Service Engagement Workflow

Resident and family engagement infrastructure candidate; avoid vendor-style positioning.

Where it fits: Service engagement

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Voice intake workflow visual Voice engagement system

Voice Intake Workflow

Voice and intake workflow candidate pending governance and accessibility review.

Where it fits: Voice intake

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Automation workflow visual Outreach automation system

Controlled Outreach Workflow

Requires strict review to avoid spam-like automation or unsupervised outreach framing.

Where it fits: Controlled outreach

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Applied systems model visual Applied systems tool page

Custom Small Language Models

Potential applied R&D or operational architecture resource pending source review.

Where it fits: Applied R&D

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Governance Review

Utility assets should mature through controlled systems review.

Tool and utility content should be evaluated for appropriate-use boundaries, human oversight, data handling, accessibility, procurement relevance, and operational fit before being used in serious workflows.

Procurement utilities should connect to RFP Copilot where they support qualification visibility. Experimental utilities should connect to Rokan Labs where they require prototype validation.